{"id":"W6904147022","doi":"10.1371/journal.pntd.0012080.s003","title":"Quality assessment results for the Newcastle-Ottawa Scale (NOS) quality assessment tool for observational, cohort and cross-sectional studies.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assessment; Cohort; Scale (ratio); Risk assessment; Quality (philosophy); Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1739457,0.001103446,0.00461055,0.007206512,0.00170258,0.003396541,0.00446873,0.002031055,0.01558323],"category_scores_gemma":[0.4123257,0.0008842377,0.01004476,0.01067389,0.001957554,0.002776316,0.003150988,0.003372914,0.003010269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01024156,"about_ca_system_score_gemma":0.02178216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04254491,"about_ca_topic_score_gemma":0.04223194,"domain_scores_codex":[0.7866702,0.08425151,0.08098369,0.007440481,0.03797577,0.00267841],"domain_scores_gemma":[0.536896,0.1825007,0.08448946,0.02940369,0.1608923,0.005817797],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004777775,0.0003327542,0.06451647,0.09942326,0.01765493,0.0001166208,0.001882719,0.003270338,0.0007585964,0.01362456,0.5775968,0.2160451],"study_design_scores_gemma":[0.006824281,0.000788831,0.3533466,0.07490086,0.01258417,0.0003352317,0.001181195,0.006086192,0.002734338,0.01489258,0.5254591,0.0008666829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01319124,0.0829598,0.1320354,0.02263243,0.005408444,0.06772128,0.6159807,0.003576689,0.05649401],"genre_scores_gemma":[0.1709302,0.02178253,0.3084377,0.008386721,0.000930914,0.2116761,0.2650169,0.002118979,0.01071989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8260543,"threshold_uncertainty_score":0.9199237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4653793988799494,"score_gpt":0.5646369286112872,"score_spread":0.09925752973133778,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}